We describe the transition states determined using plane wave Density Functional Theory (DFT) for the b-hydride elimination reaction RCH2O(ad)! RCHO(ad) + H(ad) on Cu(111) for R = H, CH3, CH2F, CHF2, and CF3. Our results allow us to assess qualitative descriptions of these transition states based on previous experiments. Our calculations confirm that the character of the transition state is una...